longitude
float64
-124.35
-114.31
latitude
float64
32.5
42
housing_median_age
float64
1
52
total_rooms
float64
2
39.3k
total_bedrooms
float64
1
6.45k
population
float64
3
35.7k
households
float64
1
6.08k
median_income
float64
0.5
15
median_house_value
float64
15k
500k
ocean_proximity
stringclasses
5 values
-121.76
36.77
27
1,608
503
2,031
498
2.3384
121,000
<1H OCEAN
-118.35
34.06
52
3,446
1,360
1,768
1,245
2.4722
500,001
<1H OCEAN
-118.22
33.98
32
2,643
737
2,784
711
2.5352
184,400
<1H OCEAN
-118.44
34.15
29
5,474
1,457
2,352
1,326
3.415
382,500
<1H OCEAN
-118.29
34.03
42
1,680
557
2,099
526
1.9167
136,400
<1H OCEAN
-122.03
37.31
19
2,885
859
1,520
784
3.375
275,700
<1H OCEAN
-122.24
37.82
52
3,665
517
1,470
520
6.155
398,600
NEAR BAY
-117.27
32.85
26
1,373
null
608
268
4.425
475,000
NEAR OCEAN
-118.13
34.1
26
3,050
825
2,153
772
3.1103
214,100
<1H OCEAN
-118.79
34.26
17
1,986
249
761
241
7.2137
401,900
<1H OCEAN
-122.06
37.4
21
12,855
3,226
7,273
3,052
4.3351
267,400
NEAR BAY
-117.06
32.73
33
3,444
619
1,884
582
3.7891
126,700
NEAR OCEAN
-122.62
38.96
16
1,914
446
828
332
2.0577
69,000
INLAND
-121.98
38.05
31
2,810
518
1,640
503
3.3661
98,500
INLAND
-117.22
32.87
14
3,512
807
1,835
792
3.35
171,000
NEAR OCEAN
-117.93
33.74
30
1,654
434
1,843
467
3.1403
153,000
<1H OCEAN
-117.18
32.69
48
2,764
491
978
449
5.1249
432,400
NEAR OCEAN
-123.78
40.05
17
2,019
496
899
347
2.1864
101,900
<1H OCEAN
-116.19
33.67
16
1,859
476
1,994
477
1.7297
67,500
INLAND
-117.74
35.65
15
2,357
484
1,110
442
3.1755
81,700
INLAND
-120.27
38.02
13
3,839
715
1,486
532
3.1875
99,800
INLAND
-117.96
33.86
35
2,181
371
1,249
358
4.2937
183,200
<1H OCEAN
-122.05
37.95
27
3,513
791
1,875
694
3.1838
182,000
NEAR BAY
-118.47
34
42
1,271
301
574
312
3.1304
340,500
<1H OCEAN
-118.08
33.97
36
1,620
298
1,258
309
3.9773
166,700
<1H OCEAN
-122.22
38.1
38
931
181
566
207
3.0221
93,300
NEAR BAY
-121.8
39.33
30
1,019
192
501
185
2.5259
81,300
INLAND
-118.43
33.99
45
2,092
451
1,190
429
3.8021
323,000
<1H OCEAN
-118.28
34.11
46
1,156
203
514
213
4.2019
352,100
<1H OCEAN
-122.4
37.72
37
971
248
647
208
2.1187
239,300
NEAR BAY
-114.6
34.83
46
1,497
309
787
271
2.1908
48,100
INLAND
-124.11
40.93
17
1,661
329
948
357
2.7639
90,200
NEAR OCEAN
-121.89
37.49
9
4,909
577
1,981
591
9.7194
500,001
<1H OCEAN
-118.24
33.88
37
1,843
366
1,207
351
2.4821
111,000
<1H OCEAN
-118.19
33.93
42
1,829
391
1,614
377
3.1912
146,400
<1H OCEAN
-118.34
34.19
43
1,029
252
613
255
2.6827
219,900
<1H OCEAN
-122.28
37.54
24
5,114
1,357
3,169
1,268
3.9699
293,200
NEAR OCEAN
-117.38
33.19
35
928
264
538
248
2.4583
197,900
NEAR OCEAN
-118.05
33.98
34
2,142
390
1,305
406
4.0379
172,800
<1H OCEAN
-119.34
34.39
27
669
131
314
106
2.4659
231,300
NEAR OCEAN
-122.38
37.73
38
1,388
276
871
265
2.1667
193,800
NEAR BAY
-121.98
38.35
16
1,697
267
832
277
4.4375
132,600
INLAND
-118.22
33.97
43
381
67
259
60
3.0313
166,100
<1H OCEAN
-122.25
37.77
52
2,650
566
1,468
567
3.0161
215,700
NEAR BAY
-118.04
34.11
37
1,275
177
598
174
7.1885
500,001
INLAND
-122.21
37.79
52
762
190
600
195
3.0893
125,000
NEAR BAY
-119.58
36.77
19
3,225
548
1,760
542
4.0227
126,500
INLAND
-122.3
37.91
40
2,866
617
1,305
589
3.6321
209,100
NEAR BAY
-118.17
34.11
39
1,758
436
892
447
3.6406
278,900
<1H OCEAN
-118.32
33.91
35
940
197
640
215
4.2
181,300
<1H OCEAN
-119.78
36.75
49
1,175
307
982
278
1.2937
52,000
INLAND
-121.94
37.76
4
6,875
1,439
2,889
1,307
4.6932
356,100
<1H OCEAN
-122.26
38.02
5
3,846
786
2,053
716
5.0473
184,800
NEAR BAY
-121.94
37.42
16
3,936
788
1,910
769
4.7049
112,500
<1H OCEAN
-120.88
38.32
18
2,791
492
1,187
438
3.2589
103,000
INLAND
-118.33
34.09
36
654
186
416
138
3.6953
200,000
<1H OCEAN
-117.41
34.23
17
889
131
439
141
6.1426
155,000
INLAND
-119.73
34.45
44
2,261
328
763
294
6.7449
415,600
<1H OCEAN
-122.34
40.57
26
2,187
472
1,339
463
2.0395
67,900
INLAND
-117.22
34.07
8
3,065
692
1,440
666
3.2368
129,200
INLAND
-122.41
37.71
47
2,289
481
1,697
465
3.4773
226,300
NEAR BAY
-118.02
33.95
36
1,632
295
797
283
4.2292
179,500
<1H OCEAN
-117.18
34.07
28
1,306
279
885
255
2.1154
75,300
INLAND
-122.13
37.68
43
1,676
340
924
328
3.6
179,400
NEAR BAY
-117.44
33.9
23
4,487
754
2,609
778
4.2788
148,700
INLAND
-117.55
33.93
25
5,187
934
2,725
860
4.1865
154,300
INLAND
-118.32
34.11
48
4,472
1,579
2,796
1,397
2.3974
410,700
<1H OCEAN
-122.07
37.94
30
1,260
276
707
221
2.892
220,800
NEAR BAY
-118.83
34.15
16
3,380
731
1,227
641
4.2857
233,200
NEAR OCEAN
-118.32
33.95
43
3,819
708
1,505
712
3.1719
183,500
<1H OCEAN
-117.03
32.74
35
1,878
454
991
409
2.4345
129,700
NEAR OCEAN
-122.18
37.73
44
548
119
435
136
2.1111
79,700
NEAR BAY
-122.44
37.67
35
1,814
365
1,025
384
4.425
268,400
NEAR OCEAN
-118.6
34.21
21
9,512
2,560
7,282
2,387
2.8039
227,500
<1H OCEAN
-120.02
36.8
25
1,270
255
1,050
245
2.1618
55,300
INLAND
-118.18
34.08
31
1,318
311
1,164
289
2.9939
135,500
<1H OCEAN
-122.49
37.75
47
2,140
425
1,105
401
3.7054
308,500
NEAR OCEAN
-117.4
34.04
17
1,906
334
1,550
338
3.025
81,800
INLAND
-119.78
36.75
31
1,404
379
1,515
387
1.2813
56,400
INLAND
-122.02
37.96
25
2,615
368
935
366
6.6727
305,100
NEAR BAY
-118.23
33.92
24
1,555
406
1,665
361
1.6437
98,800
<1H OCEAN
-120.43
35.17
16
947
163
477
137
3.851
315,000
<1H OCEAN
-121.34
38.05
16
667
92
267
90
5.6147
244,700
INLAND
-122.43
37.79
52
3,522
938
1,319
887
4.3986
500,001
NEAR BAY
-118.14
34.18
52
1,700
317
996
329
3.9688
175,000
<1H OCEAN
-122.56
37.9
24
221
41
75
38
5.1292
362,500
NEAR BAY
-121.5
38.5
29
2,049
330
787
309
3.7414
98,500
INLAND
-122.12
37.68
40
1,553
253
724
267
4.38
196,400
NEAR BAY
-117.02
32.71
20
4,050
745
2,870
761
3.7366
121,800
NEAR OCEAN
-122.28
38.32
12
4,609
1,005
2,293
960
3.4543
194,500
NEAR BAY
-118.22
34.19
31
4,704
920
1,895
886
4.9297
400,000
<1H OCEAN
-117.24
32.71
32
4,164
701
1,277
607
6.6661
500,001
NEAR OCEAN
-118.05
34.16
41
3,320
713
1,236
659
3.5694
278,600
INLAND
-120.95
37.09
43
1,116
222
801
207
2.875
97,200
INLAND
-120.83
35.36
28
4,323
886
1,650
705
2.7266
266,800
NEAR OCEAN
-118.1
34.17
46
1,774
315
753
330
4.7241
279,600
INLAND
-115.58
32.81
10
1,088
203
533
201
3.6597
87,500
INLAND
-122.45
37.73
52
2,035
424
1,193
430
5.0634
264,200
NEAR BAY
-121.62
36.69
11
4,712
1,098
5,982
1,105
2.5986
135,700
<1H OCEAN
-118.9
34.4
16
2,614
575
1,163
524
1.5781
134,400
<1H OCEAN